longitude
float64
-124.35
-114.31
latitude
float64
32.5
42
housing_median_age
float64
1
52
total_rooms
float64
2
39.3k
total_bedrooms
float64
1
6.45k
population
float64
3
35.7k
households
float64
1
6.08k
median_income
float64
0.5
15
median_house_value
float64
15k
500k
ocean_proximity
stringclasses
5 values
-117.19
33.53
6
108
18
43
17
3.475
187,500
<1H OCEAN
-118.06
33.81
25
3,497
513
1,839
544
5.4216
263,000
<1H OCEAN
-122.83
38.39
19
1,765
394
868
388
2.462
260,300
<1H OCEAN
-122.24
37.48
45
4,126
696
1,722
668
4.8966
362,100
NEAR OCEAN
-117.25
34.41
13
3,682
668
1,606
668
2.1875
119,700
INLAND
-122.09
37.7
30
1,751
269
731
263
6.005
263,900
NEAR BAY
-117.16
33.54
4
4,952
1,000
2,912
943
3.7538
147,500
<1H OCEAN
-118.18
34.09
44
1,688
426
1,605
384
3.3785
184,900
<1H OCEAN
-117.28
33.85
16
3,498
702
2,372
672
2.3229
118,000
INLAND
-118.1
33.89
36
769
142
498
137
4.7159
182,100
<1H OCEAN
-117
32.8
29
2,045
398
912
368
3.0189
144,100
<1H OCEAN
-119.7
36.83
23
3,532
756
1,885
758
2.5904
71,400
INLAND
-118.36
33.95
42
1,139
302
1,283
306
4.1635
163,900
<1H OCEAN
-122.42
37.77
52
4,226
1,315
2,619
1,242
2.5755
325,000
NEAR BAY
-118.47
34.03
32
3,024
784
1,323
740
3.3889
347,900
<1H OCEAN
-121.92
37.33
52
2,962
557
1,215
506
4.7768
301,100
<1H OCEAN
-118.33
34.08
50
2,989
832
1,345
775
3.2426
442,900
<1H OCEAN
-122.28
37.83
52
3,108
813
1,623
765
2.6997
126,900
NEAR BAY
-118.41
33.88
34
1,471
308
498
264
7.0842
500,001
<1H OCEAN
-119.73
36.73
7
2,461
647
1,587
551
1.4007
225,000
INLAND
-118.2
33.89
40
2,538
564
2,170
541
2.7212
107,900
<1H OCEAN
-122.39
37.76
52
624
170
410
148
4.0042
208,300
NEAR BAY
-122.15
37.69
36
1,501
287
703
276
3.8864
197,300
NEAR BAY
-117.88
33.85
26
3,924
781
2,332
725
3.7772
223,900
<1H OCEAN
-119.73
34.41
29
1,769
297
703
269
4.4375
350,000
NEAR OCEAN
-116.96
32.81
8
2,378
638
1,410
623
2.9097
152,500
<1H OCEAN
-117.27
34.24
34
3,687
756
941
367
2.875
117,600
INLAND
-118.21
33.88
29
1,976
444
1,254
371
2.1782
126,800
<1H OCEAN
-117.08
32.64
38
917
256
494
233
1.9241
150,000
NEAR OCEAN
-121.97
37.97
26
1,977
264
817
273
5.7512
240,200
INLAND
-122.47
37.74
52
3,688
640
1,605
567
4.9537
365,600
NEAR BAY
-123.18
39.26
25
3,066
570
1,558
535
3.788
134,200
<1H OCEAN
-120.85
37.77
52
436
81
197
68
1.8625
85,400
INLAND
-117.19
32.82
35
2,197
353
945
357
4.9219
192,900
NEAR OCEAN
-117.13
32.91
16
2,715
581
1,619
584
4
154,700
<1H OCEAN
-118.62
34.22
34
2,633
471
1,313
428
4.0909
232,900
<1H OCEAN
-121.76
37.29
15
2,267
348
1,150
327
7.1267
277,900
<1H OCEAN
-121.42
37.71
7
8,297
1,433
4,189
1,271
4.3696
170,700
INLAND
-121.2
38.7
28
2,970
471
1,379
463
4.3214
131,700
INLAND
-118.01
33.81
18
5,238
1,083
3,032
1,065
4.4583
190,100
<1H OCEAN
-122.06
37.9
25
5,869
1,685
2,669
1,554
2.6998
216,100
NEAR BAY
-118.21
34.04
37
845
249
881
252
2.2454
165,000
<1H OCEAN
-121.24
38.78
11
1,851
352
1,049
369
3.5288
141,100
INLAND
-116.89
33.75
23
2,719
538
930
485
2.0154
81,700
INLAND
-122.1
37.66
36
1,305
225
768
234
4.275
185,300
NEAR BAY
-119.03
35.36
41
2,551
594
1,342
595
1.9671
76,800
INLAND
-117.82
33.65
18
2,105
302
830
286
6.3822
362,500
<1H OCEAN
-122.92
41.7
23
4,017
792
1,634
619
2.3571
62,000
INLAND
-122.41
37.79
52
2,909
851
1,711
830
3.0296
500,001
NEAR BAY
-118.23
34.65
17
1,827
348
766
335
3.5673
136,300
INLAND
-118.25
33.96
43
1,876
454
1,571
458
2.0323
112,500
<1H OCEAN
-117.87
33.7
17
3,216
607
1,916
618
4.9153
266,400
<1H OCEAN
-121.81
37.27
22
2,996
695
2,169
607
4.3438
209,700
<1H OCEAN
-118.37
33.92
39
1,073
206
556
204
4.8611
245,600
<1H OCEAN
-118.23
34.14
39
277
89
182
91
2.3958
175,000
<1H OCEAN
-117.24
32.75
36
2,831
669
1,279
660
2.9896
252,700
NEAR OCEAN
-118.45
34.12
20
10,722
1,617
3,731
1,511
9.7449
500,001
<1H OCEAN
-118.17
34.12
35
2,568
672
1,696
605
2.9154
169,200
<1H OCEAN
-121.56
39.52
26
1,957
429
945
397
1.7308
53,600
INLAND
-122.16
37.44
34
2,199
529
1,193
532
4.2972
405,900
NEAR BAY
-116.92
32.81
17
1,312
394
836
337
1.6686
112,500
<1H OCEAN
-120.38
37.97
47
1,060
219
496
205
2.5781
104,800
INLAND
-118.75
34.17
18
6,217
858
2,703
834
6.8075
325,900
NEAR OCEAN
-121.33
37.98
36
3,113
576
1,746
544
3.4625
84,600
INLAND
-121.92
36.55
44
3,494
635
693
415
3.6
452,800
NEAR OCEAN
-117.09
32.55
8
6,533
1,217
4,797
1,177
3.9583
144,400
NEAR OCEAN
-122.13
37.7
19
3,516
710
1,810
703
3.9032
218,000
NEAR BAY
-121.16
38.03
28
253
50
201
51
1.4732
156,300
INLAND
-117.04
32.6
20
8,052
1,461
5,094
1,430
4.2241
139,800
NEAR OCEAN
-117.06
32.79
21
3,787
492
1,246
457
9.6023
391,300
<1H OCEAN
-118.27
33.82
36
1,593
334
1,427
320
4.4015
166,900
<1H OCEAN
-121.88
38.01
9
5,329
1,284
2,827
1,202
2.7374
150,000
INLAND
-118.43
34.3
37
1,394
313
1,111
327
3.6023
161,800
<1H OCEAN
-117.31
34.04
5
2,785
577
1,310
536
3.39
149,500
INLAND
-119.66
34.43
27
5,509
1,059
2,591
979
3.8456
500,001
<1H OCEAN
-118.82
35.2
34
2,185
469
1,910
455
2.1136
57,300
INLAND
-122.13
37.73
33
1,996
268
686
270
6.9096
341,800
NEAR BAY
-119.7
34.43
35
1,402
369
654
385
2.6205
318,800
<1H OCEAN
-117.6
33.86
23
2,949
473
1,671
477
5.195
161,000
INLAND
-119.81
36.73
47
1,314
416
1,155
326
1.372
49,600
INLAND
-118.09
34.1
27
6,010
1,532
3,620
1,445
2.7436
201,700
<1H OCEAN
-117.09
32.99
16
2,175
327
1,037
326
5.1909
201,400
<1H OCEAN
-117.95
33.92
13
2,312
592
2,038
559
3.1378
137,000
<1H OCEAN
-117.23
33.22
16
3,224
729
1,036
608
2.0246
148,800
<1H OCEAN
-118.13
34.01
43
782
207
827
223
3.1538
154,300
<1H OCEAN
-122.37
40.45
18
1,748
337
921
327
3.3315
85,400
INLAND
-122.71
38.43
38
1,689
526
1,071
529
1.5026
124,000
<1H OCEAN
-117.21
34.13
31
3,037
565
1,834
575
3.3445
92,900
INLAND
-119
35.35
31
2,931
716
1,969
588
2.2155
62,100
INLAND
-120.65
37.33
25
1,731
311
810
266
4.1058
107,600
INLAND
-122.29
37.87
44
2,539
755
1,382
713
2.537
175,000
NEAR BAY
-121.28
38.71
35
3,095
594
1,550
576
3.575
113,500
INLAND
-120.48
37.3
39
1,015
356
875
313
1.5
67,000
INLAND
-117.7
33.5
4
7,474
1,037
2,969
1,007
8.7591
434,700
<1H OCEAN
-121.69
36.52
15
4,037
586
1,596
557
8.0922
390,100
<1H OCEAN
-117.2
33.2
16
4,409
629
1,875
609
5.543
286,400
<1H OCEAN
-124.13
40.79
32
2,017
359
855
346
3.5833
92,800
NEAR OCEAN
-118.23
34.18
45
2,332
null
943
339
8.1132
446,600
<1H OCEAN
-122.31
37.93
39
2,505
371
872
345
5.3433
286,500
NEAR BAY
-118.37
33.93
46
442
88
255
94
4.4474
246,900
<1H OCEAN